{"id":"W2159476239","doi":"10.1016/j.ijrobp.2012.02.034","title":"A Phase II Study of Submandibular Gland Transfer Prior to Radiation for Prevention of Radiation-induced Xerostomia in Head-and-Neck Cancer (RTOG 0244)","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Head and neck cancer; Neck dissection; Radiation therapy; Amifostine; Salivary gland; Surgery; Submandibular gland; Clinical endpoint; Cancer; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005733318,0.0001658017,0.00056658,0.0003615656,0.00006880399,0.0000075618,0.0001266736,0.0001773138,0.00003896599],"category_scores_gemma":[0.0002330202,0.0001487049,0.000159413,0.0002455405,0.00004175197,0.0003030176,0.00002208278,0.0002013671,0.000001079841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072599,"about_ca_system_score_gemma":0.0003080762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001487708,"about_ca_topic_score_gemma":0.00006926891,"domain_scores_codex":[0.9982935,0.0001432789,0.0009391693,0.0001817504,0.0002368031,0.000205479],"domain_scores_gemma":[0.9984986,0.0002318207,0.0005620486,0.0001128041,0.0004562315,0.0001384555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003994407,0.00684029,0.7600164,0.00003178716,0.0005833486,0.000001955494,0.005893759,0.0003916239,0.01056084,0.0009304632,0.0002604579,0.2104947],"study_design_scores_gemma":[0.1023709,0.03251732,0.838653,0.000216894,0.0008612772,0.00005845345,0.001123729,0.002050845,0.0120233,0.001696657,0.008059801,0.0003677458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878189,0.0008481596,0.007857437,0.001058719,0.001269031,0.001022144,0.00007640479,0.000009918122,0.00003930756],"genre_scores_gemma":[0.997687,0.0003958592,0.0004715549,0.0002268939,0.00099348,0.00008486696,0.00009523531,0.00002069764,0.00002435082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2101269,"threshold_uncertainty_score":0.6064008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596656801832543,"score_gpt":0.381265000281088,"score_spread":0.3452984322627626,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}